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Product analytics
Activation is a sequence, not a number
A single activation rate hides where people stall. Track the steps in order and the fix usually shows itself.
Iris Navarro
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Most teams report activation as one number: the share of new signups who did the key thing in their first week. It is easy to put on a slide. It is hard to act on, because it says how many people got there and nothing about where the rest stopped.
Activation is better read as a sequence. A new user connects a source, builds a first chart, shares it and comes back. Each step has its own rate, and each step depends on the one before it.
Find the step where people stall
Take a signup cohort of 1,000 people. If 62% finish step one, 41% finish step two and 38% finish step three, the big loss sits between one and two: 21 points. A headline activation rate of 38% would not have told you that.
Start with the largest gap between neighbouring steps. Look at that step by plan, channel and device before you change anything. A drop that appears only on mobile is probably a bug. A drop that appears everywhere is a design problem.
Time matters as much as the rate
Add the median time between steps. If most people who connect a source build a chart within ten minutes, but the ones who wait a day rarely do, your real goal is to shorten the gap, not to raise the rate.
Write down the sequence, the rate at each step and the median gap. Review it every week. When one number moves, you will know which step to open first.
